Pandas Profiling Report

Dataset statistics

Number of variables	22
Number of observations	1061151
Missing cells	2801220
Missing cells (%)	12.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	178.1 MiB
Average record size in memory	176.0 B

Variable types

Categorical	12
Numeric	8
Unsupported	2

Alerts

`filename` has a high cardinality: 2216 distinct values	High cardinality
`authentihash` has a high cardinality: 840511 distinct values	High cardinality
`file_md5` has a high cardinality: 876559 distinct values	High cardinality
`sha1` has a high cardinality: 876559 distinct values	High cardinality
`sha256` has a high cardinality: 876559 distinct values	High cardinality
`imp_hash` has a high cardinality: 159792 distinct values	High cardinality
`header_hash` has a high cardinality: 122238 distinct values	High cardinality
`ssdeep_hash1` has a high cardinality: 799036 distinct values	High cardinality
`ssdeep_hash2` has a high cardinality: 780754 distinct values	High cardinality
`tlsh` has a high cardinality: 851124 distinct values	High cardinality
`vhash` has a high cardinality: 223950 distinct values	High cardinality
`timestamp` is highly correlated with `undetected`	High correlation
`malicious` is highly correlated with `undetected`	High correlation
`undetected` is highly correlated with `timestamp` and 1 other fields	High correlation
`malicious` is highly correlated with `undetected`	High correlation
`undetected` is highly correlated with `malicious`	High correlation
`malicious` is highly correlated with `undetected`	High correlation
`undetected` is highly correlated with `malicious`	High correlation
`filetype` is highly correlated with `malicious` and 1 other fields	High correlation
`malicious` is highly correlated with `filetype` and 1 other fields	High correlation
`undetected` is highly correlated with `filetype` and 1 other fields	High correlation
`imp_hash` has 155500 (14.7%) missing values	Missing
`icon_dhash` has 1061151 (100.0%) missing values	Missing
`icon_raw_md5` has 1061151 (100.0%) missing values	Missing
`header_hash` has 483645 (45.6%) missing values	Missing
`vhash` has 38263 (3.6%) missing values	Missing
`codesize` is highly skewed (γ1 = 65.95806519)	Skewed
`ssdeep_blocksize` is highly skewed (γ1 = 22.42543579)	Skewed
`icon_dhash` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`icon_raw_md5` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`codesize` has 44644 (4.2%) zeros	Zeros
`timestamp` has 35292 (3.3%) zeros	Zeros
`malicious` has 344259 (32.4%) zeros	Zeros
`resources_len` has 244261 (23.0%) zeros	Zeros
`sections_len` has 37671 (3.6%) zeros	Zeros

Reproduction

Analysis started	2022-08-01 04:52:29.540281
Analysis finished	2022-08-01 04:54:11.511135
Duration	1 minute and 41.97 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

filename
Categorical

HIGH CARDINALITY

Distinct	2216
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	8.1 MiB

2022042300/2022042300_51	2035
2022042301/2022042301_0	1985
2022042300/2022042300_58	1978
2022042300/2022042300_59	1907
2022042300/2022042300_48	1904
Other values (2211)	1051342

Length

Max length	24
Median length	24
Mean length	23.83263079
Min length	23

Characters and Unicode

Total characters	25290020
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2022042215/2022042215_40
2nd row	2022042215/2022042215_40
3rd row	2022042215/2022042215_40
4th row	2022042215/2022042215_40
5th row	2022042215/2022042215_40

Common Values

Value	Count	Frequency (%)
2022042300/2022042300_51	2035	0.2%
2022042301/2022042301_0	1985	0.2%
2022042300/2022042300_58	1978	0.2%
2022042300/2022042300_59	1907	0.2%
2022042300/2022042300_48	1904	0.2%
2022042300/2022042300_53	1880	0.2%
2022042400/2022042400_59	1876	0.2%
2022042400/2022042400_51	1866	0.2%
2022042301/2022042301_1	1822	0.2%
2022042300/2022042300_55	1784	0.2%
Other values (2206)	1042114	98.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2022042300/2022042300_51	2035	0.2%
2022042301/2022042301_0	1985	0.2%
2022042300/2022042300_58	1978	0.2%
2022042300/2022042300_59	1907	0.2%
2022042300/2022042300_48	1904	0.2%
2022042300/2022042300_53	1880	0.2%
2022042400/2022042400_59	1876	0.2%
2022042400/2022042400_51	1866	0.2%
2022042301/2022042301_1	1822	0.2%
2022042300/2022042300_55	1784	0.2%
Other values (2206)	1042114	98.2%

Most occurring characters

Value	Count	Frequency (%)
2	9781671	38.7%
0	5671148	22.4%
4	2797110	11.1%
3	1931482	7.6%
1	1343023	5.3%
/	1061151	4.2%
_	1061151	4.2%
5	455062	1.8%
7	316814	1.3%
6	303974	1.2%
Other values (2)	567434	2.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	23167718	91.6%
Other Punctuation	1061151	4.2%
Connector Punctuation	1061151	4.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	9781671	42.2%
0	5671148	24.5%
4	2797110	12.1%
3	1931482	8.3%
1	1343023	5.8%
5	455062	2.0%
7	316814	1.4%
6	303974	1.3%
8	296422	1.3%
9	271012	1.2%

Other Punctuation

Value	Count	Frequency (%)
/	1061151	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1061151	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	25290020	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	9781671	38.7%
0	5671148	22.4%
4	2797110	11.1%
3	1931482	7.6%
1	1343023	5.3%
/	1061151	4.2%
_	1061151	4.2%
5	455062	1.8%
7	316814	1.3%
6	303974	1.2%
Other values (2)	567434	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	25290020	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	9781671	38.7%
0	5671148	22.4%
4	2797110	11.1%
3	1931482	7.6%
1	1343023	5.3%
/	1061151	4.2%
_	1061151	4.2%
5	455062	1.8%
7	316814	1.3%
6	303974	1.2%
Other values (2)	567434	2.2%

win_count
Real number (ℝ_≥0)

Distinct	374945
Distinct (%)	35.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	121645.4046

Minimum	1
Maximum	374945
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.1 MiB

Quantile statistics

Minimum	1
5-th percentile	7580
Q1	44603
median	97660
Q3	182310
95-th percentile	321887.5
Maximum	374945
Range	374944
Interquartile range (IQR)	137707

Descriptive statistics

Standard deviation	95659.93362
Coefficient of variation (CV)	0.7863834553
Kurtosis	-0.1902564214
Mean	121645.4046
Median Absolute Deviation (MAD)	62084
Skewness	0.8394356854
Sum	1.290841428 × 10¹¹
Variance	9150822900
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	7	< 0.1%
6775	7	< 0.1%
6768	7	< 0.1%
6769	7	< 0.1%
6770	7	< 0.1%
6771	7	< 0.1%
6772	7	< 0.1%
6773	7	< 0.1%
6774	7	< 0.1%
6776	7	< 0.1%
Other values (374935)	1061081	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	7	< 0.1%
2	7	< 0.1%
3	7	< 0.1%
4	7	< 0.1%
5	7	< 0.1%
6	7	< 0.1%
7	7	< 0.1%
8	7	< 0.1%
9	7	< 0.1%
10	7	< 0.1%

Value	Count	Frequency (%)
374945	1	< 0.1%
374944	1	< 0.1%
374943	1	< 0.1%
374942	1	< 0.1%
374941	1	< 0.1%
374940	1	< 0.1%
374939	1	< 0.1%
374938	1	< 0.1%
374937	1	< 0.1%
374936	1	< 0.1%

authentihash
Categorical

HIGH CARDINALITY

Distinct	840511
Distinct (%)	79.2%
Missing	288
Missing (%)	< 0.1%
Memory size	8.1 MiB

b8fe3efe3ab6a568f24bd50336c9d0bcffc15602380c0671d0ff7b4c9edd0404	1120
305a14f981347997d7fd9f421cddb15872afd0a933187e9e1a51d6e737e3ea37	411
12aa793d342c280a62cad6e3cbe1f74aa3129acc1f1cfcd05d6d0f6c8aee20ae	386
4298f97463766116e35d6152205935df924e4627b4bd6754220fe6afb7882d3f	369
4f553d732da7808e51ec04d2883929d7dcff16aa3993a6572bc043e97b4f27c5	347
Other values (840506)	1058230

Length

Max length	64
Median length	64
Mean length	64
Min length	64

Characters and Unicode

Total characters	67895232
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	767598 ?
Unique (%)	72.4%

Sample

1st row	d5315250e6666cacc5ee7b4c8a829da679ec0a36961f4c466a927b24af0ba331
2nd row	05aa5e88e43ef2afe69454bf51d0c08d284422f94cd4a17c25cb76fca65dbc65
3rd row	23f27b3f500eee7fb8197ec37d0e56296d738e4cd5a10b27b3268b46d8c93d2b
4th row	b5dc4d87dc9479223bc784a1b0006668f269474abb992c01a8341fbf00f2a2f9
5th row	b44ea043b6212607e5a3b2b90183fd7116285b5b493eb6602990fc1d096c8e38

Common Values

Value	Count	Frequency (%)
b8fe3efe3ab6a568f24bd50336c9d0bcffc15602380c0671d0ff7b4c9edd0404	1120	0.1%
305a14f981347997d7fd9f421cddb15872afd0a933187e9e1a51d6e737e3ea37	411	< 0.1%
12aa793d342c280a62cad6e3cbe1f74aa3129acc1f1cfcd05d6d0f6c8aee20ae	386	< 0.1%
4298f97463766116e35d6152205935df924e4627b4bd6754220fe6afb7882d3f	369	< 0.1%
4f553d732da7808e51ec04d2883929d7dcff16aa3993a6572bc043e97b4f27c5	347	< 0.1%
a317486af445e8c765efe7ef5c1ebf7870ffd474c43d458e6c29fff5acff9d94	339	< 0.1%
9cbc6e30026e5d4fd02e2b1b98a38a6f196ed923411ab70742b1de877098bc26	311	< 0.1%
f33b97b833de679a02398eda1698ca7ef55bb1725180ff5078c0bcf727ca1651	302	< 0.1%
5a5fbfc662e235b30fbbc399c01363553cfe251c81596082d4f806754a03a8d5	283	< 0.1%
68fe64104458cbe5170abdf00e87304e61bc41b010aacc83f2c6309bff44b50e	271	< 0.1%
Other values (840501)	1056724	99.6%
(Missing)	288	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
b8fe3efe3ab6a568f24bd50336c9d0bcffc15602380c0671d0ff7b4c9edd0404	1120	0.1%
305a14f981347997d7fd9f421cddb15872afd0a933187e9e1a51d6e737e3ea37	411	< 0.1%
12aa793d342c280a62cad6e3cbe1f74aa3129acc1f1cfcd05d6d0f6c8aee20ae	386	< 0.1%
4298f97463766116e35d6152205935df924e4627b4bd6754220fe6afb7882d3f	369	< 0.1%
4f553d732da7808e51ec04d2883929d7dcff16aa3993a6572bc043e97b4f27c5	347	< 0.1%
a317486af445e8c765efe7ef5c1ebf7870ffd474c43d458e6c29fff5acff9d94	339	< 0.1%
9cbc6e30026e5d4fd02e2b1b98a38a6f196ed923411ab70742b1de877098bc26	311	< 0.1%
f33b97b833de679a02398eda1698ca7ef55bb1725180ff5078c0bcf727ca1651	302	< 0.1%
5a5fbfc662e235b30fbbc399c01363553cfe251c81596082d4f806754a03a8d5	283	< 0.1%
68fe64104458cbe5170abdf00e87304e61bc41b010aacc83f2c6309bff44b50e	271	< 0.1%
Other values (840501)	1056724	99.6%

Most occurring characters

Value	Count	Frequency (%)
f	4254740	6.3%
0	4249874	6.3%
d	4247735	6.3%
9	4245682	6.3%
8	4244771	6.3%
c	4244522	6.3%
2	4244241	6.3%
6	4243868	6.3%
7	4243742	6.3%
b	4243571	6.3%
Other values (6)	25432486	37.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	42422932	62.5%
Lowercase Letter	25472300	37.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4249874	10.0%
9	4245682	10.0%
8	4244771	10.0%
2	4244241	10.0%
6	4243868	10.0%
7	4243742	10.0%
3	4242276	10.0%
4	4241693	10.0%
5	4236359	10.0%
1	4230426	10.0%

Lowercase Letter

Value	Count	Frequency (%)
f	4254740	16.7%
d	4247735	16.7%
c	4244522	16.7%
b	4243571	16.7%
a	4241591	16.7%
e	4240141	16.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	42422932	62.5%
Latin	25472300	37.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4249874	10.0%
9	4245682	10.0%
8	4244771	10.0%
2	4244241	10.0%
6	4243868	10.0%
7	4243742	10.0%
3	4242276	10.0%
4	4241693	10.0%
5	4236359	10.0%
1	4230426	10.0%

Latin

Value	Count	Frequency (%)
f	4254740	16.7%
d	4247735	16.7%
c	4244522	16.7%
b	4243571	16.7%
a	4241591	16.7%
e	4240141	16.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	67895232	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
f	4254740	6.3%
0	4249874	6.3%
d	4247735	6.3%
9	4245682	6.3%
8	4244771	6.3%
c	4244522	6.3%
2	4244241	6.3%
6	4243868	6.3%
7	4243742	6.3%
b	4243571	6.3%
Other values (6)	25432486	37.5%

filetype
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.1 MiB

Win32 EXE	687800
Win32 DLL	187402
Win64 EXE	106377
Win64 DLL	79378
Win16 EXE	194

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Characters and Unicode

Total characters	9550359
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Win32 EXE
2nd row	Win32 EXE
3rd row	Win32 EXE
4th row	Win32 EXE
5th row	Win64 EXE

Common Values

Value	Count	Frequency (%)
Win32 EXE	687800	64.8%
Win32 DLL	187402	17.7%
Win64 EXE	106377	10.0%
Win64 DLL	79378	7.5%
Win16 EXE	194	< 0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
win32	875202	41.2%
exe	794371	37.4%
dll	266780	12.6%
win64	185755	8.8%
win16	194	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
E	1588742	16.6%
W	1061151	11.1%
i	1061151	11.1%
n	1061151	11.1%
	1061151	11.1%
3	875202	9.2%
2	875202	9.2%
X	794371	8.3%
L	533560	5.6%
D	266780	2.8%
Other values (3)	371898	3.9%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	4244604	44.4%
Lowercase Letter	2122302	22.2%
Decimal Number	2122302	22.2%
Space Separator	1061151	11.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	1588742	37.4%
W	1061151	25.0%
X	794371	18.7%
L	533560	12.6%
D	266780	6.3%

Decimal Number

Value	Count	Frequency (%)
3	875202	41.2%
2	875202	41.2%
6	185949	8.8%
4	185755	8.8%
1	194	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
i	1061151	50.0%
n	1061151	50.0%

Space Separator

Value	Count	Frequency (%)
	1061151	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6366906	66.7%
Common	3183453	33.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	1588742	25.0%
W	1061151	16.7%
i	1061151	16.7%
n	1061151	16.7%
X	794371	12.5%
L	533560	8.4%
D	266780	4.2%

Common

Value	Count	Frequency (%)
	1061151	33.3%
3	875202	27.5%
2	875202	27.5%
6	185949	5.8%
4	185755	5.8%
1	194	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9550359	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
E	1588742	16.6%
W	1061151	11.1%
i	1061151	11.1%
n	1061151	11.1%
	1061151	11.1%
3	875202	9.2%
2	875202	9.2%
X	794371	8.3%
L	533560	5.6%
D	266780	2.8%
Other values (3)	371898	3.9%

codesize
Real number (ℝ)

SKEWED
ZEROS

Distinct	17926
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1012649.804

Minimum	-1
Maximum	4294967295
Zeros	44644
Zeros (%)	4.2%
Negative	205
Negative (%)	< 0.1%
Memory size	8.1 MiB

Quantile statistics

Minimum	-1
5-th percentile	1024
Q1	20480
median	71680
Q3	245760
95-th percentile	1941504
Maximum	4294967295
Range	4294967296
Interquartile range (IQR)	225280

Descriptive statistics

Standard deviation	30189458.84
Coefficient of variation (CV)	29.81233859
Kurtosis	5025.051215
Mean	1012649.804
Median Absolute Deviation (MAD)	66048
Skewness	65.95806519
Sum	1.074574352 × 10¹²
Variance	9.114034249 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
184320	51404	4.8%
245760	46741	4.4%
0	44644	4.2%
5632	36077	3.4%
20480	24475	2.3%
8192	24463	2.3%
61440	22311	2.1%
26624	20600	1.9%
57344	19097	1.8%
118784	18769	1.8%
Other values (17916)	752570	70.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1	205	< 0.1%
0	44644	4.2%
5	28	< 0.1%
8	4	< 0.1%
15	1	< 0.1%
16	2	< 0.1%
32	14	< 0.1%
48	1	< 0.1%
56	1	< 0.1%
64	2	< 0.1%

Value	Count	Frequency (%)
4294967295	4	< 0.1%
3908960322	1	< 0.1%
3732659103	1	< 0.1%
2147483649	1	< 0.1%
2042660165	5	< 0.1%
1783753116	3	< 0.1%
1766614113	255	< 0.1%
1633718467	1	< 0.1%
1461740645	2	< 0.1%
1279610450	2	< 0.1%

timestamp
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	140
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1946.581359

Minimum	-1
Maximum	2106
Zeros	35292
Zeros (%)	3.3%
Negative	205
Negative (%)	< 0.1%
Memory size	8.1 MiB

Quantile statistics

Minimum	-1
5-th percentile	1992
Q1	2008
median	2014
Q3	2021
95-th percentile	2022
Maximum	2106
Range	2107
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	362.5026334
Coefficient of variation (CV)	0.186225267
Kurtosis	24.81979915
Mean	1946.581359
Median Absolute Deviation (MAD)	7
Skewness	-5.172985929
Sum	2065616756
Variance	131408.1592
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2022	151279	14.3%
1992	144997	13.7%
2021	122609	11.6%
2008	88120	8.3%
2014	77098	7.3%
2019	53375	5.0%
2020	41886	3.9%
2013	39312	3.7%
0	35292	3.3%
2010	29082	2.7%
Other values (130)	278101	26.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1	205	< 0.1%
0	35292	3.3%
14	5	< 0.1%
1970	3309	0.3%
1971	143	< 0.1%
1972	408	< 0.1%
1973	250	< 0.1%
1974	92	< 0.1%
1975	79	< 0.1%
1976	122	< 0.1%

Value	Count	Frequency (%)
2106	217	< 0.1%
2105	432	< 0.1%
2104	482	< 0.1%
2103	522	< 0.1%
2102	547	0.1%
2101	530	< 0.1%
2100	558	0.1%
2099	992	0.1%
2098	525	< 0.1%
2097	522	< 0.1%

malicious
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	67
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.71561352

Minimum	0
Maximum	66
Zeros	344259
Zeros (%)	32.4%
Negative	0
Negative (%)	0.0%
Memory size	8.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	30
Q3	52
95-th percentile	58
Maximum	66
Range	66
Interquartile range (IQR)	52

Descriptive statistics

Standard deviation	25.08766167
Coefficient of variation (CV)	0.9390636549
Kurtosis	-1.858924289
Mean	26.71561352
Median Absolute Deviation (MAD)	27
Skewness	0.02741003468
Sum	28349300
Variance	629.3907682
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	344259	32.4%
1	59838	5.6%
52	38922	3.7%
53	38694	3.6%
51	38656	3.6%
54	36932	3.5%
50	35885	3.4%
55	34533	3.3%
56	31885	3.0%
49	31204	2.9%
Other values (57)	370343	34.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	344259	32.4%
1	59838	5.6%
2	29448	2.8%
3	16871	1.6%
4	12355	1.2%
5	8824	0.8%
6	6093	0.6%
7	3495	0.3%
8	2230	0.2%
9	2245	0.2%

Value	Count	Frequency (%)
66	5	< 0.1%
65	45	< 0.1%
64	272	< 0.1%
63	984	0.1%
62	2328	0.2%
61	7503	0.7%
60	15469	1.5%
59	22701	2.1%
58	25366	2.4%
57	28800	2.7%

undetected
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	67
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.79038987

Minimum	3
Maximum	69
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.1 MiB

Quantile statistics

Minimum	3
5-th percentile	10
Q1	16
median	37
Q3	67
95-th percentile	68
Maximum	69
Range	66
Interquartile range (IQR)	51

Descriptive statistics

Standard deviation	24.52558316
Coefficient of variation (CV)	0.6012588562
Kurtosis	-1.857594799
Mean	40.79038987
Median Absolute Deviation (MAD)	26
Skewness	-0.007774647317
Sum	43284763
Variance	601.5042292
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
67	142105	13.4%
68	133408	12.6%
66	67759	6.4%
16	41478	3.9%
17	41177	3.9%
15	40455	3.8%
18	39043	3.7%
14	37995	3.6%
13	35650	3.4%
19	35463	3.3%
Other values (57)	446618	42.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	12	< 0.1%
4	66	< 0.1%
5	383	< 0.1%
6	1300	0.1%
7	3062	0.3%
8	9244	0.9%
9	19143	1.8%
10	27254	2.6%
11	28721	2.7%
12	31821	3.0%

Value	Count	Frequency (%)
69	27208	2.6%
68	133408	12.6%
67	142105	13.4%
66	67759	6.4%
65	33896	3.2%
64	21711	2.0%
63	17539	1.7%
62	13881	1.3%
61	8642	0.8%
60	5777	0.5%

resources_len
Real number (ℝ_≥0)

ZEROS

Distinct	102
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.98300902

Minimum	0
Maximum	101
Zeros	244261
Zeros (%)	23.0%
Negative	0
Negative (%)	0.0%
Memory size	8.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	11
95-th percentile	64
Maximum	101
Range	101
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	22.21901549
Coefficient of variation (CV)	1.854210029
Kurtosis	6.289786285
Mean	11.98300902
Median Absolute Deviation (MAD)	3
Skewness	2.604522357
Sum	12715782
Variance	493.6846493
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	244261	23.0%
1	149234	14.1%
2	133259	12.6%
4	101635	9.6%
3	38551	3.6%
6	28268	2.7%
7	26898	2.5%
101	26487	2.5%
14	26290	2.5%
5	19026	1.8%
Other values (92)	267242	25.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	244261	23.0%
1	149234	14.1%
2	133259	12.6%
3	38551	3.6%
4	101635	9.6%
5	19026	1.8%
6	28268	2.7%
7	26898	2.5%
8	18894	1.8%
9	17500	1.6%

Value	Count	Frequency (%)
101	26487	2.5%
100	144	< 0.1%
99	230	< 0.1%
98	294	< 0.1%
97	202	< 0.1%
96	225	< 0.1%
95	269	< 0.1%
94	186	< 0.1%
93	243	< 0.1%
92	375	< 0.1%

sections_len
Real number (ℝ_≥0)

ZEROS

Distinct	51
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.16538928

Minimum	0
Maximum	50
Zeros	37671
Zeros (%)	3.6%
Negative	0
Negative (%)	0.0%
Memory size	8.1 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	5
Q3	7
95-th percentile	9
Maximum	50
Range	50
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.95089956
Coefficient of variation (CV)	0.5712830921
Kurtosis	43.99695116
Mean	5.16538928
Median Absolute Deviation (MAD)	2
Skewness	3.774479799
Sum	5481258
Variance	8.707808213
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	256703	24.2%
5	188233	17.7%
8	150319	14.2%
6	143682	13.5%
4	101502	9.6%
7	56539	5.3%
2	46333	4.4%
0	37671	3.6%
9	28353	2.7%
10	21139	2.0%
Other values (41)	30677	2.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	37671	3.6%
1	9391	0.9%
2	46333	4.4%
3	256703	24.2%
4	101502	9.6%
5	188233	17.7%
6	143682	13.5%
7	56539	5.3%
8	150319	14.2%
9	28353	2.7%

Value	Count	Frequency (%)
50	527	< 0.1%
49	68	< 0.1%
48	20	< 0.1%
47	28	< 0.1%
46	12	< 0.1%
45	7	< 0.1%
44	13	< 0.1%
43	8	< 0.1%
42	34	< 0.1%
41	20	< 0.1%

file_md5
Categorical

HIGH CARDINALITY

Distinct	876559
Distinct (%)	82.6%
Missing	0
Missing (%)	0.0%
Memory size	8.1 MiB

09ca6c748dfa9a7c0f899f0287cb597e	115
70de44762d6b0bcb14634a3830fa2e1c	95
2256763ecbf80010868c2103c96508d7	87
d49cd110f313fa7661e02bcf4598c0a9	83
56fa526ac4b1f0b82cfe1829b5eec47e	82
Other values (876554)	1060689

Length

Max length	32
Median length	32
Mean length	32
Min length	32

Characters and Unicode

Total characters	33956832
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	808457 ?
Unique (%)	76.2%

Sample

1st row	364e5a4abcd22db1e716bd68ed117796
2nd row	0ba91f14b78eb46282a49b0545d46c0c
3rd row	f0030d85f14261c7cac8bc1ed3c831f5
4th row	7acc243079c5c362c5599789bd3696c9
5th row	ceae2386a7ee0fe26b9e7a08cefad05a

Common Values

Value	Count	Frequency (%)
09ca6c748dfa9a7c0f899f0287cb597e	115	< 0.1%
70de44762d6b0bcb14634a3830fa2e1c	95	< 0.1%
2256763ecbf80010868c2103c96508d7	87	< 0.1%
d49cd110f313fa7661e02bcf4598c0a9	83	< 0.1%
56fa526ac4b1f0b82cfe1829b5eec47e	82	< 0.1%
a1cc00332bbf370654ee3dc8cdc8c95a	80	< 0.1%
c8d852fb1561658cae72fa498777bfbd	77	< 0.1%
2c20f6d682c194acfbb55250d5302aac	76	< 0.1%
eb13faff82007efe71a7c8fab75abba4	75	< 0.1%
98140b2b32f19954111b25f4d93f4196	75	< 0.1%
Other values (876549)	1060306	99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
09ca6c748dfa9a7c0f899f0287cb597e	115	< 0.1%
70de44762d6b0bcb14634a3830fa2e1c	95	< 0.1%
2256763ecbf80010868c2103c96508d7	87	< 0.1%
d49cd110f313fa7661e02bcf4598c0a9	83	< 0.1%
56fa526ac4b1f0b82cfe1829b5eec47e	82	< 0.1%
a1cc00332bbf370654ee3dc8cdc8c95a	80	< 0.1%
c8d852fb1561658cae72fa498777bfbd	77	< 0.1%
2c20f6d682c194acfbb55250d5302aac	76	< 0.1%
eb13faff82007efe71a7c8fab75abba4	75	< 0.1%
98140b2b32f19954111b25f4d93f4196	75	< 0.1%
Other values (876549)	1060306	99.9%

Most occurring characters

Value	Count	Frequency (%)
f	2132639	6.3%
0	2129074	6.3%
c	2126817	6.3%
a	2126585	6.3%
d	2126504	6.3%
e	2123942	6.3%
7	2123588	6.3%
b	2122707	6.3%
1	2120351	6.2%
4	2120121	6.2%
Other values (6)	12704504	37.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	21197638	62.4%
Lowercase Letter	12759194	37.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2129074	10.0%
7	2123588	10.0%
1	2120351	10.0%
4	2120121	10.0%
3	2119642	10.0%
6	2117605	10.0%
9	2117538	10.0%
2	2116802	10.0%
5	2116474	10.0%
8	2116443	10.0%

Lowercase Letter

Value	Count	Frequency (%)
f	2132639	16.7%
c	2126817	16.7%
a	2126585	16.7%
d	2126504	16.7%
e	2123942	16.6%
b	2122707	16.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	21197638	62.4%
Latin	12759194	37.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2129074	10.0%
7	2123588	10.0%
1	2120351	10.0%
4	2120121	10.0%
3	2119642	10.0%
6	2117605	10.0%
9	2117538	10.0%
2	2116802	10.0%
5	2116474	10.0%
8	2116443	10.0%

Latin

Value	Count	Frequency (%)
f	2132639	16.7%
c	2126817	16.7%
a	2126585	16.7%
d	2126504	16.7%
e	2123942	16.6%
b	2122707	16.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	33956832	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
f	2132639	6.3%
0	2129074	6.3%
c	2126817	6.3%
a	2126585	6.3%
d	2126504	6.3%
e	2123942	6.3%
7	2123588	6.3%
b	2122707	6.3%
1	2120351	6.2%
4	2120121	6.2%
Other values (6)	12704504	37.4%

sha1
Categorical

HIGH CARDINALITY

Distinct	876559
Distinct (%)	82.6%
Missing	0
Missing (%)	0.0%
Memory size	8.1 MiB

e815bf7aa44016da3b938430d1da19f76e6bc27f	115
940e8d65c3661653402909f39644af9d485e5e0c	95
5f4a3a5a447ed1440fc5b69d841cd0e6a14b9b00	87
0f84b04156010cb3f0969debb25c39094914d542	83
e2c965f7fa8ef46946f505cfa10d5c6dbb830b16	82
Other values (876554)	1060689

Length

Max length	40
Median length	40
Mean length	40
Min length	40

Characters and Unicode

Total characters	42446040
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	808457 ?
Unique (%)	76.2%

Sample

1st row	b68725de8bab8931208b5373c6b1859259ee8ffa
2nd row	34164439b15b92ced412c42516a4c7e495f23ecf
3rd row	2fdabe2dfb039e037d59aa1119fe8730fab37961
4th row	8833a710efbf2a3e45b08be1af793b790408ceef
5th row	8a105079997d45a17eba3d8d0b12f62c4627596a

Common Values

Value	Count	Frequency (%)
e815bf7aa44016da3b938430d1da19f76e6bc27f	115	< 0.1%
940e8d65c3661653402909f39644af9d485e5e0c	95	< 0.1%
5f4a3a5a447ed1440fc5b69d841cd0e6a14b9b00	87	< 0.1%
0f84b04156010cb3f0969debb25c39094914d542	83	< 0.1%
e2c965f7fa8ef46946f505cfa10d5c6dbb830b16	82	< 0.1%
65efbd61f80291ab32ff9799a32b289f21fa1d47	80	< 0.1%
ea689804b69e9e7611059d11eff2fdadd656e6fb	77	< 0.1%
4974b73aa019422e061974c405e7603d41637516	76	< 0.1%
891b5b5c562a29da0166b3ae3604b3a4c71f21cd	75	< 0.1%
739f3c3e64735ba8ab03f9bbd2cee84180a39c7d	75	< 0.1%
Other values (876549)	1060306	99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
e815bf7aa44016da3b938430d1da19f76e6bc27f	115	< 0.1%
940e8d65c3661653402909f39644af9d485e5e0c	95	< 0.1%
5f4a3a5a447ed1440fc5b69d841cd0e6a14b9b00	87	< 0.1%
0f84b04156010cb3f0969debb25c39094914d542	83	< 0.1%
e2c965f7fa8ef46946f505cfa10d5c6dbb830b16	82	< 0.1%
65efbd61f80291ab32ff9799a32b289f21fa1d47	80	< 0.1%
ea689804b69e9e7611059d11eff2fdadd656e6fb	77	< 0.1%
4974b73aa019422e061974c405e7603d41637516	76	< 0.1%
891b5b5c562a29da0166b3ae3604b3a4c71f21cd	75	< 0.1%
739f3c3e64735ba8ab03f9bbd2cee84180a39c7d	75	< 0.1%
Other values (876549)	1060306	99.9%

Most occurring characters

Value	Count	Frequency (%)
f	2659895	6.3%
1	2656453	6.3%
d	2655625	6.3%
4	2655605	6.3%
b	2655057	6.3%
a	2654576	6.3%
7	2654452	6.3%
6	2652627	6.2%
0	2651468	6.2%
e	2651349	6.2%
Other values (6)	15898933	37.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	26519713	62.5%
Lowercase Letter	15926327	37.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	2656453	10.0%
4	2655605	10.0%
7	2654452	10.0%
6	2652627	10.0%
0	2651468	10.0%
3	2651050	10.0%
2	2650772	10.0%
9	2650065	10.0%
8	2649874	10.0%
5	2647347	10.0%

Lowercase Letter

Value	Count	Frequency (%)
f	2659895	16.7%
d	2655625	16.7%
b	2655057	16.7%
a	2654576	16.7%
e	2651349	16.6%
c	2649825	16.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	26519713	62.5%
Latin	15926327	37.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	2656453	10.0%
4	2655605	10.0%
7	2654452	10.0%
6	2652627	10.0%
0	2651468	10.0%
3	2651050	10.0%
2	2650772	10.0%
9	2650065	10.0%
8	2649874	10.0%
5	2647347	10.0%

Latin

Value	Count	Frequency (%)
f	2659895	16.7%
d	2655625	16.7%
b	2655057	16.7%
a	2654576	16.7%
e	2651349	16.6%
c	2649825	16.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	42446040	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
f	2659895	6.3%
1	2656453	6.3%
d	2655625	6.3%
4	2655605	6.3%
b	2655057	6.3%
a	2654576	6.3%
7	2654452	6.3%
6	2652627	6.2%
0	2651468	6.2%
e	2651349	6.2%
Other values (6)	15898933	37.5%

sha256
Categorical

HIGH CARDINALITY

Distinct	876559
Distinct (%)	82.6%
Missing	0
Missing (%)	0.0%
Memory size	8.1 MiB

a50162c30dc5014525796fc1aff698e85e91cbe26a5a7acb67858e89b26332b7	115
1be185d5f3a48efa7870c95874c133e3b589a687578d43d558cde9362e75c9ce	95
77980723f53e66234368e2db43fda4e640fcfae134dfdd57c62fb50fd53b2273	87
74e0c5d03137d87fcb57f8bb3f2e16e6a540ee02acf11f9f38c688d4ce9ee65c	83
bb03ebc6a4fbbc502a1b730ae67045d349900bf0c928b907d3bf1dd0b2281a4a	82
Other values (876554)	1060689

Length

Max length	64
Median length	64
Mean length	64
Min length	64

Characters and Unicode

Total characters	67913664
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	808457 ?
Unique (%)	76.2%

Sample

1st row	b6c14d06dbcd3da476d84a872f1e821623af9b03e97c862884676345d8fca6fa
2nd row	d0a07782408df389b266d5da214399f228605da8a2e0098a07f3869421ef0255
3rd row	7f4f877af13bd323b32de02cbaeb9fc71e9901370e9a83773dbb558f59053a40
4th row	6b5ccca901f6699a16255d05a619860ede224231389ff99a218871b9d14a74a7
5th row	4908e62b5ed608095f021f8cdad162d9a3633d64aff7202622ef4ef69f69b2f2

Common Values

Value	Count	Frequency (%)
a50162c30dc5014525796fc1aff698e85e91cbe26a5a7acb67858e89b26332b7	115	< 0.1%
1be185d5f3a48efa7870c95874c133e3b589a687578d43d558cde9362e75c9ce	95	< 0.1%
77980723f53e66234368e2db43fda4e640fcfae134dfdd57c62fb50fd53b2273	87	< 0.1%
74e0c5d03137d87fcb57f8bb3f2e16e6a540ee02acf11f9f38c688d4ce9ee65c	83	< 0.1%
bb03ebc6a4fbbc502a1b730ae67045d349900bf0c928b907d3bf1dd0b2281a4a	82	< 0.1%
e69356111240657e6435edf2e3a4bbac9c89957ef2d34fc620b8b7dbf564a862	80	< 0.1%
757eb1dc48fc181b770984905c3ec14c7be9c8f9bdf813108417e318479051f5	77	< 0.1%
ed1db91eca51cf81291b4fd270c1f201e80653ec301639d2a8d85dbed38bcb1e	76	< 0.1%
f73d896002525d2503576abaec81a17e5dba7f8ce62712daa6035f464515df09	75	< 0.1%
9712a7c8cdf763dcd8a47d4008c0f40a8b51f714f40a362c497cf68a10ad80a0	75	< 0.1%
Other values (876549)	1060306	99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
a50162c30dc5014525796fc1aff698e85e91cbe26a5a7acb67858e89b26332b7	115	< 0.1%
1be185d5f3a48efa7870c95874c133e3b589a687578d43d558cde9362e75c9ce	95	< 0.1%
77980723f53e66234368e2db43fda4e640fcfae134dfdd57c62fb50fd53b2273	87	< 0.1%
74e0c5d03137d87fcb57f8bb3f2e16e6a540ee02acf11f9f38c688d4ce9ee65c	83	< 0.1%
bb03ebc6a4fbbc502a1b730ae67045d349900bf0c928b907d3bf1dd0b2281a4a	82	< 0.1%
e69356111240657e6435edf2e3a4bbac9c89957ef2d34fc620b8b7dbf564a862	80	< 0.1%
757eb1dc48fc181b770984905c3ec14c7be9c8f9bdf813108417e318479051f5	77	< 0.1%
ed1db91eca51cf81291b4fd270c1f201e80653ec301639d2a8d85dbed38bcb1e	76	< 0.1%
f73d896002525d2503576abaec81a17e5dba7f8ce62712daa6035f464515df09	75	< 0.1%
9712a7c8cdf763dcd8a47d4008c0f40a8b51f714f40a362c497cf68a10ad80a0	75	< 0.1%
Other values (876549)	1060306	99.9%

Most occurring characters

Value	Count	Frequency (%)
6	4257276	6.3%
0	4251288	6.3%
2	4249759	6.3%
e	4247828	6.3%
a	4246496	6.3%
1	4246403	6.3%
9	4245566	6.3%
c	4243758	6.2%
7	4243186	6.2%
5	4243126	6.2%
Other values (6)	25438978	37.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	42456698	62.5%
Lowercase Letter	25456966	37.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	4257276	10.0%
0	4251288	10.0%
2	4249759	10.0%
1	4246403	10.0%
9	4245566	10.0%
7	4243186	10.0%
5	4243126	10.0%
4	4242124	10.0%
3	4239179	10.0%
8	4238791	10.0%

Lowercase Letter

Value	Count	Frequency (%)
e	4247828	16.7%
a	4246496	16.7%
c	4243758	16.7%
b	4242470	16.7%
f	4241046	16.7%
d	4235368	16.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	42456698	62.5%
Latin	25456966	37.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	4257276	10.0%
0	4251288	10.0%
2	4249759	10.0%
1	4246403	10.0%
9	4245566	10.0%
7	4243186	10.0%
5	4243126	10.0%
4	4242124	10.0%
3	4239179	10.0%
8	4238791	10.0%

Latin

Value	Count	Frequency (%)
e	4247828	16.7%
a	4246496	16.7%
c	4243758	16.7%
b	4242470	16.7%
f	4241046	16.7%
d	4235368	16.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	67913664	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	4257276	6.3%
0	4251288	6.3%
2	4249759	6.3%
e	4247828	6.3%
a	4246496	6.3%
1	4246403	6.3%
9	4245566	6.3%
c	4243758	6.2%
7	4243186	6.2%
5	4243126	6.2%
Other values (6)	25438978	37.5%

imp_hash
Categorical

HIGH CARDINALITY
MISSING

Distinct	159792
Distinct (%)	17.6%
Missing	155500
Missing (%)	14.7%
Memory size	8.1 MiB

dae02f32a21e03ce65412f6e56942daa	42183
359d89624a26d1e756c3e9d6782d6eb0	34045
431cb9bbc479c64cb0d873043f4de547	32118
d66b543d0999c7628a55690ef9b1c96e	31747
f34d5f2d4577ed6d9ceec516c1f5a744	28600
Other values (159787)	736958

Length

Max length	32
Median length	32
Mean length	32
Min length	32

Characters and Unicode

Total characters	28980832
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	123852 ?
Unique (%)	13.7%

Sample

1st row	a9192bab5c7c795c7488b69a1853f9c2
2nd row	a9192bab5c7c795c7488b69a1853f9c2
3rd row	a9192bab5c7c795c7488b69a1853f9c2
4th row	359d89624a26d1e756c3e9d6782d6eb0
5th row	c787614cf3511f892b6fe9842d9de9df

Common Values

Value	Count	Frequency (%)
dae02f32a21e03ce65412f6e56942daa	42183	4.0%
359d89624a26d1e756c3e9d6782d6eb0	34045	3.2%
431cb9bbc479c64cb0d873043f4de547	32118	3.0%
d66b543d0999c7628a55690ef9b1c96e	31747	3.0%
f34d5f2d4577ed6d9ceec516c1f5a744	28600	2.7%
73effd46557538d5fa5561eee3ffc59c	23505	2.2%
564a77288eeb9f3f0443e960c42cf905	17712	1.7%
835a0f00bf1f2c5420f77cabc26e254c	17379	1.6%
9dc46f318397655dea2844d0fd08e2ab	15944	1.5%
c8d018cb37e373f39260e312242f20d0	12326	1.2%
Other values (159782)	650092	61.3%
(Missing)	155500	14.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
dae02f32a21e03ce65412f6e56942daa	42183	4.7%
359d89624a26d1e756c3e9d6782d6eb0	34045	3.8%
431cb9bbc479c64cb0d873043f4de547	32118	3.5%
d66b543d0999c7628a55690ef9b1c96e	31747	3.5%
f34d5f2d4577ed6d9ceec516c1f5a744	28600	3.2%
73effd46557538d5fa5561eee3ffc59c	23505	2.6%
564a77288eeb9f3f0443e960c42cf905	17712	2.0%
835a0f00bf1f2c5420f77cabc26e254c	17379	1.9%
9dc46f318397655dea2844d0fd08e2ab	15944	1.8%
c8d018cb37e373f39260e312242f20d0	12326	1.4%
Other values (159782)	650092	71.8%

Most occurring characters

Value	Count	Frequency (%)
5	2060384	7.1%
e	2018925	7.0%
6	2010462	6.9%
c	1909664	6.6%
4	1890404	6.5%
3	1869659	6.5%
9	1860508	6.4%
2	1845331	6.4%
d	1843766	6.4%
f	1803227	6.2%
Other values (6)	9868502	34.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	18093860	62.4%
Lowercase Letter	10886972	37.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	2060384	11.4%
6	2010462	11.1%
4	1890404	10.4%
3	1869659	10.3%
9	1860508	10.3%
2	1845331	10.2%
7	1696588	9.4%
0	1675685	9.3%
8	1612818	8.9%
1	1572021	8.7%

Lowercase Letter

Value	Count	Frequency (%)
e	2018925	18.5%
c	1909664	17.5%
d	1843766	16.9%
f	1803227	16.6%
a	1713666	15.7%
b	1597724	14.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	18093860	62.4%
Latin	10886972	37.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	2060384	11.4%
6	2010462	11.1%
4	1890404	10.4%
3	1869659	10.3%
9	1860508	10.3%
2	1845331	10.2%
7	1696588	9.4%
0	1675685	9.3%
8	1612818	8.9%
1	1572021	8.7%

Latin

Value	Count	Frequency (%)
e	2018925	18.5%
c	1909664	17.5%
d	1843766	16.9%
f	1803227	16.6%
a	1713666	15.7%
b	1597724	14.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28980832	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	2060384	7.1%
e	2018925	7.0%
6	2010462	6.9%
c	1909664	6.6%
4	1890404	6.5%
3	1869659	6.5%
9	1860508	6.4%
2	1845331	6.4%
d	1843766	6.4%
f	1803227	6.2%
Other values (6)	9868502	34.1%

icon_dhash
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	1061151
Missing (%)	100.0%
Memory size	8.1 MiB

icon_raw_md5
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	1061151
Missing (%)	100.0%
Memory size	8.1 MiB

header_hash
Categorical

HIGH CARDINALITY
MISSING

Distinct	122238
Distinct (%)	21.2%
Missing	483645
Missing (%)	45.6%
Memory size	8.1 MiB

cc89e54dc66a5f6ee88d58234c078e9b	47732
9fd14c40d4dca5e21aa54c626075766f	18317
ba967c5d211b9e2d2e05a5e3d59eeab9	17712
cfa14d932599a86407a6162cc2d261fa	14097
fec6d6d499d3f24031e6f7c921c9b24e	13375
Other values (122233)	466273

Length

Max length	32
Median length	32
Mean length	32
Min length	32

Characters and Unicode

Total characters	18480192
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	93013 ?
Unique (%)	16.1%

Sample

1st row	cc89e54dc66a5f6ee88d58234c078e9b
2nd row	dabb669163cc68992fe4badf1c8bd72a
3rd row	8f9ae04d91782c6d48d06c17b56b1bde
4th row	c65b8ad2877a9e0bd5f90786fc395db6
5th row	c411cf10d5c63facfb9dd2f96ee9cca1

Common Values

Value	Count	Frequency (%)
cc89e54dc66a5f6ee88d58234c078e9b	47732	4.5%
9fd14c40d4dca5e21aa54c626075766f	18317	1.7%
ba967c5d211b9e2d2e05a5e3d59eeab9	17712	1.7%
cfa14d932599a86407a6162cc2d261fa	14097	1.3%
fec6d6d499d3f24031e6f7c921c9b24e	13375	1.3%
5e67b3cf402f2e20e86752994cdf70ca	11551	1.1%
4d713ec4bf35d116556f22794429e3fd	11416	1.1%
e47802314222a55b74fe99a752e0b658	6972	0.7%
9bd95454056f0c9989e7c7a66ff93096	5621	0.5%
e0c763a79ff9aae66f1851ba78973447	5138	0.5%
Other values (122228)	425575	40.1%
(Missing)	483645	45.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
cc89e54dc66a5f6ee88d58234c078e9b	47732	8.3%
9fd14c40d4dca5e21aa54c626075766f	18317	3.2%
ba967c5d211b9e2d2e05a5e3d59eeab9	17712	3.1%
cfa14d932599a86407a6162cc2d261fa	14097	2.4%
fec6d6d499d3f24031e6f7c921c9b24e	13375	2.3%
5e67b3cf402f2e20e86752994cdf70ca	11551	2.0%
4d713ec4bf35d116556f22794429e3fd	11416	2.0%
e47802314222a55b74fe99a752e0b658	6972	1.2%
9bd95454056f0c9989e7c7a66ff93096	5621	1.0%
e0c763a79ff9aae66f1851ba78973447	5138	0.9%
Other values (122228)	425575	73.7%

Most occurring characters

Value	Count	Frequency (%)
6	1284275	6.9%
e	1274874	6.9%
5	1260153	6.8%
9	1245408	6.7%
c	1231541	6.7%
2	1229967	6.7%
4	1224429	6.6%
d	1178005	6.4%
8	1145123	6.2%
f	1113671	6.0%
Other values (6)	6292746	34.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	11595501	62.7%
Lowercase Letter	6884691	37.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
6	1284275	11.1%
5	1260153	10.9%
9	1245408	10.7%
2	1229967	10.6%
4	1224429	10.6%
8	1145123	9.9%
7	1072732	9.3%
3	1053995	9.1%
1	1045192	9.0%
0	1034227	8.9%

Lowercase Letter

Value	Count	Frequency (%)
e	1274874	18.5%
c	1231541	17.9%
d	1178005	17.1%
f	1113671	16.2%
a	1089171	15.8%
b	997429	14.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	11595501	62.7%
Latin	6884691	37.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
6	1284275	11.1%
5	1260153	10.9%
9	1245408	10.7%
2	1229967	10.6%
4	1224429	10.6%
8	1145123	9.9%
7	1072732	9.3%
3	1053995	9.1%
1	1045192	9.0%
0	1034227	8.9%

Latin

Value	Count	Frequency (%)
e	1274874	18.5%
c	1231541	17.9%
d	1178005	17.1%
f	1113671	16.2%
a	1089171	15.8%
b	997429	14.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18480192	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
6	1284275	6.9%
e	1274874	6.9%
5	1260153	6.8%
9	1245408	6.7%
c	1231541	6.7%
2	1229967	6.7%
4	1224429	6.6%
d	1178005	6.4%
8	1145123	6.2%
f	1113671	6.0%
Other values (6)	6292746	34.1%

ssdeep_blocksize
Real number (ℝ_≥0)

SKEWED

Distinct	23
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	65392.73403

Minimum	3
Maximum	12582912
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.1 MiB

Quantile statistics

Minimum	3
5-th percentile	192
Q1	1536
median	6144
Q3	49152
95-th percentile	196608
Maximum	12582912
Range	12582909
Interquartile range (IQR)	47616

Descriptive statistics

Standard deviation	365360.4123
Coefficient of variation (CV)	5.587171385
Kurtosis	674.6521007
Mean	65392.73403
Median Absolute Deviation (MAD)	6048
Skewness	22.42543579
Sum	6.939156511 × 10¹⁰
Variance	1.334882309 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
6144	130705	12.3%
1536	127291	12.0%
12288	121734	11.5%
49152	114860	10.8%
24576	101391	9.6%
3072	95849	9.0%
768	89432	8.4%
98304	88581	8.3%
384	53653	5.1%
196608	44057	4.2%
Other values (13)	93598	8.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	230	< 0.1%
6	468	< 0.1%
12	594	0.1%
24	4086	0.4%
48	10450	1.0%
96	13486	1.3%
192	27182	2.6%
384	53653	5.1%
768	89432	8.4%
1536	127291	12.0%

Value	Count	Frequency (%)
12582912	479	< 0.1%
6291456	547	0.1%
3145728	2198	0.2%
1572864	5888	0.6%
786432	11060	1.0%
393216	16930	1.6%
196608	44057	4.2%
98304	88581	8.3%
49152	114860	10.8%
24576	101391	9.6%

ssdeep_hash1
Categorical

HIGH CARDINALITY

Distinct	799036
Distinct (%)	75.3%
Missing	0
Missing (%)	0.0%
Memory size	8.1 MiB

EL+KpPlK/FsU+/W28Po6TYUBMGUaP0WVXbtMBskOCOtUTFrp76g3IKMaPS2qOPVf	545
qEA9P+bz2cHPcUb6HSb4SOEMkBeH7nQckO6bAGx7jXTV+333TY	459
K8jNTSo/mOr0l/GPBiYerq6PRca5/suPJEuRwhagbnBO2h5hAmsL8RgLDUkzESmf	442
n4adWhxSd/FUpoWyKAozKY4TPLKAouKn	439
z6FJph/ox1M7JtLLpSVurRuTb2syNcGJ	416
Other values (799031)	1058850

Length

Max length	64
Median length	53
Mean length	48.84542822
Min length	29

Characters and Unicode

Total characters	51832375
Distinct characters	64
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	715799 ?
Unique (%)	67.5%

Sample

1st row	MEsmVEB82BLIBAV42CNAQ3JewXHISfrlgeCCM5Qyu4C/C
2nd row	MIBGlTwxpPHYeHKu7XPkPMG4QTlV1eNR
3rd row	MEsmVEdlHF5hkARr++ALWQaRt4QrVbIIki/oWethP8
4th row	5lrsicagdzn8K2ariPOcjk+XQuPVN72NMSBvlE
5th row	SH4P//y93U15nhsn61/V/bM6bBJrgOFmFIG8wNbj8BLI+E8r94Kq2yRK8Hg+i7fZ

Common Values

Value	Count	Frequency (%)
EL+KpPlK/FsU+/W28Po6TYUBMGUaP0WVXbtMBskOCOtUTFrp76g3IKMaPS2qOPVf	545	0.1%
qEA9P+bz2cHPcUb6HSb4SOEMkBeH7nQckO6bAGx7jXTV+333TY	459	< 0.1%
K8jNTSo/mOr0l/GPBiYerq6PRca5/suPJEuRwhagbnBO2h5hAmsL8RgLDUkzESmf	442	< 0.1%
n4adWhxSd/FUpoWyKAozKY4TPLKAouKn	439	< 0.1%
z6FJph/ox1M7JtLLpSVurRuTb2syNcGJ	416	< 0.1%
Hjp5CzCWby2H8sh8nIKWc9fDmuqMR1Cn	386	< 0.1%
96uHM+1lw+GUlAQXCLpT9pOQoqNASqGebVPMjbdvx9M	381	< 0.1%
LU+qd/XISYeJZA1Wxat38fVqRajhilXwdS/Hy9xHpVKRCwnTIIGxGIVEZN4PjNcx	360	< 0.1%
3Hjk+0oLnWFnzBHv/xWFsg8WatFBGFVWPE5ac0pG/1z+QVMbg1	324	< 0.1%
Y2I/71WISMOJvidC52uAW3K4dAE/ona74Rk3DAYrnynanCmIxGoc	313	< 0.1%
Other values (799026)	1057086	99.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
el+kpplk/fsu+/w28po6tyubmguap0wvxbtmbskocotutfrp76g3ikmaps2qopvf	570	0.1%
qea9p+bz2chpcub6hsb4soemkbeh7nqcko6bagx7jxtv+333ty	459	< 0.1%
k8jntso/mor0l/gpbiyerq6prca5/supjeurwhagbnbo2h5hamsl8rgldukzesmf	442	< 0.1%
n4adwhxsd/fupowykaozky4tplkaoukn	439	< 0.1%
z6fjph/ox1m7jtllpsvurrutb2syncgj	416	< 0.1%
hwjcbwjuxk4dv1qt9khiosyi/qwrksmc8j8o0/4f	401	< 0.1%
hjp5czcwby2h8sh8nikwc9fdmuqmr1cn	386	< 0.1%
96uhm+1lw+gulaqxclpt9poqoqnasqgebvpmjbdvx9m	381	< 0.1%
hwjcbwjuxk4dv1qt9khiosyi/qwrksmc8j8o0/4v	368	< 0.1%
lu+qd/xisyejza1wxat38fvqrajhilxwds/hy9xhpvkrcwntiigxgivezn4pjncx	361	< 0.1%
Other values (785930)	1056928	99.6%

Most occurring characters

Value	Count	Frequency (%)
A	927769	1.8%
W	889403	1.7%
o	879170	1.7%
j	871686	1.7%
i	865642	1.7%
N	858670	1.7%
e	852478	1.6%
/	846551	1.6%
s	846227	1.6%
O	844152	1.6%
Other values (54)	43150627	83.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	21237742	41.0%
Lowercase Letter	21059492	40.6%
Decimal Number	7892088	15.2%
Other Punctuation	846551	1.6%
Math Symbol	796502	1.5%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	927769	4.4%
W	889403	4.2%
N	858670	4.0%
O	844152	4.0%
R	842504	4.0%
P	839438	4.0%
M	836040	3.9%
Q	830145	3.9%
Z	826682	3.9%
H	825185	3.9%
Other values (16)	12717754	59.9%

Lowercase Letter

Value	Count	Frequency (%)
o	879170	4.2%
j	871686	4.1%
i	865642	4.1%
e	852478	4.0%
s	846227	4.0%
u	842880	4.0%
y	826558	3.9%
r	817418	3.9%
n	811484	3.9%
h	811396	3.9%
Other values (16)	12634553	60.0%

Decimal Number

Value	Count	Frequency (%)
9	832598	10.5%
6	820645	10.4%
7	812929	10.3%
1	811993	10.3%
8	797058	10.1%
2	788899	10.0%
5	779673	9.9%
4	774167	9.8%
3	758237	9.6%
0	715889	9.1%

Other Punctuation

Value	Count	Frequency (%)
/	846551	100.0%

Math Symbol

Value	Count	Frequency (%)
+	796502	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	42297234	81.6%
Common	9535141	18.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	927769	2.2%
W	889403	2.1%
o	879170	2.1%
j	871686	2.1%
i	865642	2.0%
N	858670	2.0%
e	852478	2.0%
s	846227	2.0%
O	844152	2.0%
u	842880	2.0%
Other values (42)	33619157	79.5%

Common

Value	Count	Frequency (%)
/	846551	8.9%
9	832598	8.7%
6	820645	8.6%
7	812929	8.5%
1	811993	8.5%
8	797058	8.4%
+	796502	8.4%
2	788899	8.3%
5	779673	8.2%
4	774167	8.1%
Other values (2)	1474126	15.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	51832375	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	927769	1.8%
W	889403	1.7%
o	879170	1.7%
j	871686	1.7%
i	865642	1.7%
N	858670	1.7%
e	852478	1.6%
/	846551	1.6%
s	846227	1.6%
O	844152	1.6%
Other values (54)	43150627	83.3%

ssdeep_hash2
Categorical

HIGH CARDINALITY

Distinct	780754
Distinct (%)	73.7%
Missing	1217
Missing (%)	0.1%
Memory size	8.1 MiB

V035iMhL/vGsbTBl2wOs	678
CaqQEkMGUaP3kbCi3B3IraPS	542
692bz2Eb6pd7B6bAGx7s333T	459
zekqtLLpFRuH2sy	441
IFpoBiYerq6PRc0PJEuRthTLoODtmLvD	440
Other values (780749)	1057374

Length

Max length	32
Median length	24
Mean length	22.75102884
Min length	1

Characters and Unicode

Total characters	24114589
Distinct characters	64
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	698375 ?
Unique (%)	65.9%

Sample

1st row	MZuS/VQeyoSaeCCM5Qy91
2nd row	MIB6T2pPHYeqicPMJQTlV1e
3rd row	MZuUlHV9Rr++AypVbI
4th row	5JjcF8KfCOcjk+guPVjS3
5th row	SYP/693U15CneN/bMo7tsDNbjkLmS944

Common Values

Value	Count	Frequency (%)
V035iMhL/vGsbTBl2wOs	678	0.1%
CaqQEkMGUaP3kbCi3B3IraPS	542	0.1%
692bz2Eb6pd7B6bAGx7s333T	459	< 0.1%
zekqtLLpFRuH2sy	441	< 0.1%
IFpoBiYerq6PRc0PJEuRthTLoODtmLvD	440	< 0.1%
njdWxu/mpodKACXCzKATY	439	< 0.1%
LU+qNXI2VqREhilXwdSvy99pVGCwnTID	427	< 0.1%
IK3d3/eSivpwrVaOTLibdvxmC	413	< 0.1%
uEUvW3DRdcd	398	< 0.1%
u9RUHCXIe/FgOwpw	393	< 0.1%
Other values (780744)	1055304	99.4%
(Missing)	1217	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
v035imhl/vgsbtbl2wos	680	0.1%
caqqekmguap3kbci3b3iraps	577	0.1%
n	469	< 0.1%
692bz2eb6pd7b6bagx7s333t	460	< 0.1%
zekqtllpfruh2sy	441	< 0.1%
ifpobiyerq6prc0pjeurthtloodtmlvd	440	< 0.1%
njdwxu/mpodkacxczkaty	439	< 0.1%
lu+qnxi2vqrehilxwdsvy99pvgcwntid	427	< 0.1%
ik3d3/esivpwrvaotlibdvxmc	413	< 0.1%
mmwyrw9krwopje/4f	401	< 0.1%
Other values (766502)	1055187	99.6%

Most occurring characters

Value	Count	Frequency (%)
j	492253	2.0%
D	447101	1.9%
A	431341	1.8%
W	424432	1.8%
e	418554	1.7%
o	411245	1.7%
u	407057	1.7%
f	403806	1.7%
v	402014	1.7%
n	400949	1.7%
Other values (54)	19875837	82.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	9934085	41.2%
Uppercase Letter	9797083	40.6%
Decimal Number	3640010	15.1%
Other Punctuation	379741	1.6%
Math Symbol	363670	1.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
j	492253	5.0%
e	418554	4.2%
o	411245	4.1%
u	407057	4.1%
f	403806	4.1%
v	402014	4.0%
n	400949	4.0%
i	398940	4.0%
y	393225	4.0%
c	387300	3.9%
Other values (16)	5818742	58.6%

Uppercase Letter

Value	Count	Frequency (%)
D	447101	4.6%
A	431341	4.4%
W	424432	4.3%
P	400671	4.1%
O	392375	4.0%
J	388820	4.0%
N	387355	4.0%
C	387168	4.0%
T	383702	3.9%
X	378803	3.9%
Other values (16)	5775315	58.9%

Decimal Number

Value	Count	Frequency (%)
6	388182	10.7%
5	386260	10.6%
4	376558	10.3%
1	367071	10.1%
7	365307	10.0%
3	360278	9.9%
9	359580	9.9%
8	355225	9.8%
0	342282	9.4%
2	339267	9.3%

Other Punctuation

Value	Count	Frequency (%)
/	379741	100.0%

Math Symbol

Value	Count	Frequency (%)
+	363670	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	19731168	81.8%
Common	4383421	18.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
j	492253	2.5%
D	447101	2.3%
A	431341	2.2%
W	424432	2.2%
e	418554	2.1%
o	411245	2.1%
u	407057	2.1%
f	403806	2.0%
v	402014	2.0%
n	400949	2.0%
Other values (42)	15492416	78.5%

Common

Value	Count	Frequency (%)
6	388182	8.9%
5	386260	8.8%
/	379741	8.7%
4	376558	8.6%
1	367071	8.4%
7	365307	8.3%
+	363670	8.3%
3	360278	8.2%
9	359580	8.2%
8	355225	8.1%
Other values (2)	681549	15.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	24114589	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
j	492253	2.0%
D	447101	1.9%
A	431341	1.8%
W	424432	1.8%
e	418554	1.7%
o	411245	1.7%
u	407057	1.7%
f	403806	1.7%
v	402014	1.7%
n	400949	1.7%
Other values (54)	19875837	82.4%

tlsh
Categorical

HIGH CARDINALITY

Distinct	851124
Distinct (%)	80.2%
Missing	5
Missing (%)	< 0.1%
Memory size	8.1 MiB

T1CAB5121AB5D18A33C0470231594BAB385B75EC380BB14A1367D5BB9D3FB35A4A3B71CA	115
T1316733B512FA8AE9F056EC34B511C498625ECE4CFD390ECA70557D0E2DBF6831A828DD	95
T1DE739D13B4E1C832C05146F42D66C7A9EA3B74710E69819BFBAD5F0E6FB42C0992D19F	87
T130739D13B8E1C432C05146F42D66C7A9EA3B74710E69819BFBAD5F0E6FB42C0992D19F	83
T1B4D4AE267AD4C032C1731231997FE368A2BDE47248255927FBDD632D5FB01D2CA39B92	82
Other values (851119)	1060684

Length

Max length	72
Median length	72
Mean length	72
Min length	72

Characters and Unicode

Total characters	76402512
Distinct characters	17
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	772618 ?
Unique (%)	72.8%

Sample

1st row	T157C35BA1BED65CF1D86600785AAEF23A0D7DB9F12727879780344076BC22AD17EB4347
2nd row	T17C359D0272E5C131D2A359388E297B6DB2EFEEB40F31CA8721441E5D5E71E82873579B
3rd row	T1C9F36C52B7E594E3E56B03386916AF766BFDE8F008155B03C7213A1D2EB1B827D98307
4th row	T1857302F9FADFEE21F0834BFC555F93961346BE83412B266C88606C5420D62E7847A137
5th row	T15AC5236A73865CFDF933D238C843A61AE9B134175720CB1F1BB9466A0F236E4853E716

Common Values

Value	Count	Frequency (%)
T1CAB5121AB5D18A33C0470231594BAB385B75EC380BB14A1367D5BB9D3FB35A4A3B71CA	115	< 0.1%
T1316733B512FA8AE9F056EC34B511C498625ECE4CFD390ECA70557D0E2DBF6831A828DD	95	< 0.1%
T1DE739D13B4E1C832C05146F42D66C7A9EA3B74710E69819BFBAD5F0E6FB42C0992D19F	87	< 0.1%
T130739D13B8E1C432C05146F42D66C7A9EA3B74710E69819BFBAD5F0E6FB42C0992D19F	83	< 0.1%
T1B4D4AE267AD4C032C1731231997FE368A2BDE47248255927FBDD632D5FB01D2CA39B92	82	< 0.1%
T14143494EA79274C6D5B18670C4AB4262BF36F22627024BFF11D4C0791E663CAAF35F94	80	< 0.1%
T1E85523147FBD4929F2B17D3DC9B7223643A852372F13B35A6D1022620F1359A9D836BB	77	< 0.1%
T14233A424BFF64129F1B26A7DCDE67567C7AEA3932B03B31A255123130A235C5CD821F6	76	< 0.1%
T12B852201A6D48072F4F31D3049F5A6B24EBEFD354E31995E238A5A2C1D709E2EA35B37	75	< 0.1%
T179852300B2E48431F1F31E3559F4DAB35E7EBC701E3499AF27952A6C1E30696923276B	75	< 0.1%
Other values (851114)	1060301	99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
t1cab5121ab5d18a33c0470231594bab385b75ec380bb14a1367d5bb9d3fb35a4a3b71ca	115	< 0.1%
t1316733b512fa8ae9f056ec34b511c498625ece4cfd390eca70557d0e2dbf6831a828dd	95	< 0.1%
t1de739d13b4e1c832c05146f42d66c7a9ea3b74710e69819bfbad5f0e6fb42c0992d19f	87	< 0.1%
t130739d13b8e1c432c05146f42d66c7a9ea3b74710e69819bfbad5f0e6fb42c0992d19f	83	< 0.1%
t1b4d4ae267ad4c032c1731231997fe368a2bde47248255927fbdd632d5fb01d2ca39b92	82	< 0.1%
t14143494ea79274c6d5b18670c4ab4262bf36f22627024bff11d4c0791e663caaf35f94	80	< 0.1%
t1e85523147fbd4929f2b17d3dc9b7223643a852372f13b35a6d1022620f1359a9d836bb	77	< 0.1%
t14233a424bff64129f1b26a7dcde67567c7aea3932b03b31a255123130a235c5cd821f6	76	< 0.1%
t12b852201a6d48072f4f31d3049f5a6b24ebefd354e31995e238a5a2c1d709e2ea35b37	75	< 0.1%
t179852300b2e48431f1f31e3559f4dab35e7ebc701e3499af27952a6c1e30696923276b	75	< 0.1%
Other values (851114)	1060301	99.9%

Most occurring characters

Value	Count	Frequency (%)
1	6152047	8.1%
3	6131442	8.0%
7	5574180	7.3%
2	5431165	7.1%
6	5055442	6.6%
B	5047909	6.6%
0	4544998	5.9%
5	4523769	5.9%
A	4486521	5.9%
9	4282681	5.6%
Other values (7)	25172358	32.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	49814228	65.2%
Uppercase Letter	26588284	34.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	6152047	12.3%
3	6131442	12.3%
7	5574180	11.2%
2	5431165	10.9%
6	5055442	10.1%
0	4544998	9.1%
5	4523769	9.1%
9	4282681	8.6%
4	4253442	8.5%
8	3865062	7.8%

Uppercase Letter

Value	Count	Frequency (%)
B	5047909	19.0%
A	4486521	16.9%
E	4249490	16.0%
F	4108874	15.5%
D	4030846	15.2%
C	3603498	13.6%
T	1061146	4.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	49814228	65.2%
Latin	26588284	34.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	6152047	12.3%
3	6131442	12.3%
7	5574180	11.2%
2	5431165	10.9%
6	5055442	10.1%
0	4544998	9.1%
5	4523769	9.1%
9	4282681	8.6%
4	4253442	8.5%
8	3865062	7.8%

Latin

Value	Count	Frequency (%)
B	5047909	19.0%
A	4486521	16.9%
E	4249490	16.0%
F	4108874	15.5%
D	4030846	15.2%
C	3603498	13.6%
T	1061146	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	76402512	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	6152047	8.1%
3	6131442	8.0%
7	5574180	7.3%
2	5431165	7.1%
6	5055442	6.6%
B	5047909	6.6%
0	4544998	5.9%
5	4523769	5.9%
A	4486521	5.9%
9	4282681	5.6%
Other values (7)	25172358	32.9%

vhash
Categorical

HIGH CARDINALITY
MISSING

Distinct	223950
Distinct (%)	21.9%
Missing	38263
Missing (%)	3.6%
Memory size	8.1 MiB

07403e0f7d1019z39z1bz1fz	10124
08403e0f7d1019z39z1bz1fz	10075
0150575d151c0d1038z101bfz13z3fz	9594
09403e0f7d1019z39z1bz1fz	9575
0450870d050c0d060f7d6az1904fz2lz	6846
Other values (223945)	976674

Length

Max length	75
Median length	61
Mean length	30.15981906
Min length	5

Characters and Unicode

Total characters	30850117
Distinct characters	63
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	164879 ?
Unique (%)	16.1%

Sample

1st row	0150575d151c0d1038z101bfz13z3fz
2nd row	0160575d151c0d1038z101bfz13z3fz
3rd row	0150575d151c0d1038z101bfz13z3fz
4th row	07403e0f7d1019z39z1bz1fz
5th row	026066655d757575\|z

Common Values

Value	Count	Frequency (%)
07403e0f7d1019z39z1bz1fz	10124	1.0%
08403e0f7d1019z39z1bz1fz	10075	0.9%
0150575d151c0d1038z101bfz13z3fz	9594	0.9%
09403e0f7d1019z39z1bz1fz	9575	0.9%
0450870d050c0d060f7d6az1904fz2lz	6846	0.6%
165066655d1555751091z100260088zf0d7z4007edzfb	6673	0.6%
017036651d104012z18006dhz12z581za1z67z	4219	0.4%
114025151"z	4016	0.4%
016066655d15157501b8z5d3z87z1pz	3748	0.4%
06403e0f7d1019z39z1bz1fz	3718	0.4%
Other values (223940)	954300	89.9%
(Missing)	38263	3.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
07403e0f7d1019z39z1bz1fz	10124	1.0%
08403e0f7d1019z39z1bz1fz	10075	1.0%
0150575d151c0d1038z101bfz13z3fz	9594	0.9%
09403e0f7d1019z39z1bz1fz	9575	0.9%
0450870d050c0d060f7d6az1904fz2lz	6846	0.7%
165066655d1555751091z100260088zf0d7z4007edzfb	6673	0.7%
017036651d104012z18006dhz12z581za1z67z	4219	0.4%
114025151"z	4016	0.4%
016066655d15157501b8z5d3z87z1pz	3748	0.4%
06403e0f7d1019z39z1bz1fz	3718	0.4%
Other values (223940)	954300	93.3%

Most occurring characters

Value	Count	Frequency (%)
1	4801432	15.6%
5	4596974	14.9%
0	4458457	14.5%
z	3520477	11.4%
6	2659402	8.6%
3	1721591	5.6%
d	1596061	5.2%
7	1222117	4.0%
2	1116550	3.6%
4	972874	3.2%
Other values (53)	4184182	13.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	22793472	73.9%
Lowercase Letter	7782188	25.2%
Other Punctuation	142618	0.5%
Close Punctuation	64900	0.2%
Math Symbol	55789	0.2%
Open Punctuation	5783	< 0.1%
Currency Symbol	4299	< 0.1%
Dash Punctuation	1067	< 0.1%
Modifier Symbol	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
z	3520477	45.2%
d	1596061	20.5%
f	714320	9.2%
c	504955	6.5%
b	464923	6.0%
a	399875	5.1%
e	323120	4.2%
h	91292	1.2%
n	35954	0.5%
l	33899	0.4%
Other values (16)	97312	1.3%

Other Punctuation

Value	Count	Frequency (%)
"	71166	49.9%
!	32391	22.7%
?	16795	11.8%
&	7472	5.2%
.	5720	4.0%
#	4444	3.1%
@	4129	2.9%
;	398	0.3%
:	51	< 0.1%
,	43	< 0.1%
Other values (2)	9	< 0.1%

Decimal Number

Value	Count	Frequency (%)
1	4801432	21.1%
5	4596974	20.2%
0	4458457	19.6%
6	2659402	11.7%
3	1721591	7.6%
7	1222117	5.4%
2	1116550	4.9%
4	972874	4.3%
8	748101	3.3%
9	495974	2.2%

Math Symbol

Value	Count	Frequency (%)
\|	39848	71.4%
=	13180	23.6%
~	2660	4.8%
+	57	0.1%
>	24	< 0.1%
<	20	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	64850	99.9%
}	40	0.1%
]	10	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
[	5612	97.0%
{	139	2.4%
(	32	0.6%

Currency Symbol

Value	Count	Frequency (%)
$	4299	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1067	100.0%

Modifier Symbol

Value	Count	Frequency (%)
^	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	23067929	74.8%
Latin	7782188	25.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	4801432	20.8%
5	4596974	19.9%
0	4458457	19.3%
6	2659402	11.5%
3	1721591	7.5%
7	1222117	5.3%
2	1116550	4.8%
4	972874	4.2%
8	748101	3.2%
9	495974	2.2%
Other values (27)	274457	1.2%

Latin

Value	Count	Frequency (%)
z	3520477	45.2%
d	1596061	20.5%
f	714320	9.2%
c	504955	6.5%
b	464923	6.0%
a	399875	5.1%
e	323120	4.2%
h	91292	1.2%
n	35954	0.5%
l	33899	0.4%
Other values (16)	97312	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	30850117	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	4801432	15.6%
5	4596974	14.9%
0	4458457	14.5%
z	3520477	11.4%
6	2659402	8.6%
3	1721591	5.6%
d	1596061	5.2%
7	1222117	4.0%
2	1116550	3.6%
4	972874	3.2%
Other values (53)	4184182	13.6%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	filename	win_count	authentihash	filetype	codesize	timestamp	malicious	undetected	resources_len	sections_len	file_md5	sha1	sha256	imp_hash	icon_dhash	icon_raw_md5	header_hash	ssdeep_blocksize	ssdeep_hash1	ssdeep_hash2	tlsh	vhash
0	2022042215/2022042215_40	1	d5315250e6666cacc5ee7b4c8a829da679ec0a36961f4c466a927b24af0ba331	Win32 EXE	5632	2008	57	12	0	5	364e5a4abcd22db1e716bd68ed117796	b68725de8bab8931208b5373c6b1859259ee8ffa	b6c14d06dbcd3da476d84a872f1e821623af9b03e97c862884676345d8fca6fa	a9192bab5c7c795c7488b69a1853f9c2	NaN	NaN	NaN	3072	MEsmVEB82BLIBAV42CNAQ3JewXHISfrlgeCCM5Qyu4C/C	MZuS/VQeyoSaeCCM5Qy91	T157C35BA1BED65CF1D86600785AAEF23A0D7DB9F12727879780344076BC22AD17EB4347	0150575d151c0d1038z101bfz13z3fz
1	2022042215/2022042215_40	2	05aa5e88e43ef2afe69454bf51d0c08d284422f94cd4a17c25cb76fca65dbc65	Win32 EXE	5632	2008	58	11	0	5	0ba91f14b78eb46282a49b0545d46c0c	34164439b15b92ced412c42516a4c7e495f23ecf	d0a07782408df389b266d5da214399f228605da8a2e0098a07f3869421ef0255	a9192bab5c7c795c7488b69a1853f9c2	NaN	NaN	NaN	24576	MIBGlTwxpPHYeHKu7XPkPMG4QTlV1eNR	MIB6T2pPHYeqicPMJQTlV1e	T17C359D0272E5C131D2A359388E297B6DB2EFEEB40F31CA8721441E5D5E71E82873579B	0160575d151c0d1038z101bfz13z3fz
2	2022042215/2022042215_40	3	23f27b3f500eee7fb8197ec37d0e56296d738e4cd5a10b27b3268b46d8c93d2b	Win32 EXE	5632	2008	60	9	0	5	f0030d85f14261c7cac8bc1ed3c831f5	2fdabe2dfb039e037d59aa1119fe8730fab37961	7f4f877af13bd323b32de02cbaeb9fc71e9901370e9a83773dbb558f59053a40	a9192bab5c7c795c7488b69a1853f9c2	NaN	NaN	NaN	3072	MEsmVEdlHF5hkARr++ALWQaRt4QrVbIIki/oWethP8	MZuUlHV9Rr++AypVbI	T1C9F36C52B7E594E3E56B03386916AF766BFDE8F008155B03C7213A1D2EB1B827D98307	0150575d151c0d1038z101bfz13z3fz
3	2022042215/2022042215_40	4	b5dc4d87dc9479223bc784a1b0006668f269474abb992c01a8341fbf00f2a2f9	Win32 EXE	61440	1992	51	13	4	3	7acc243079c5c362c5599789bd3696c9	8833a710efbf2a3e45b08be1af793b790408ceef	6b5ccca901f6699a16255d05a619860ede224231389ff99a218871b9d14a74a7	359d89624a26d1e756c3e9d6782d6eb0	NaN	NaN	NaN	1536	5lrsicagdzn8K2ariPOcjk+XQuPVN72NMSBvlE	5JjcF8KfCOcjk+guPVjS3	T1857302F9FADFEE21F0834BFC555F93961346BE83412B266C88606C5420D62E7847A137	07403e0f7d1019z39z1bz1fz
4	2022042215/2022042215_40	5	b44ea043b6212607e5a3b2b90183fd7116285b5b493eb6602990fc1d096c8e38	Win64 EXE	184320	2022	0	68	0	6	ceae2386a7ee0fe26b9e7a08cefad05a	8a105079997d45a17eba3d8d0b12f62c4627596a	4908e62b5ed608095f021f8cdad162d9a3633d64aff7202622ef4ef69f69b2f2	NaN	NaN	NaN	cc89e54dc66a5f6ee88d58234c078e9b	49152	SH4P//y93U15nhsn61/V/bM6bBJrgOFmFIG8wNbj8BLI+E8r94Kq2yRK8Hg+i7fZ	SYP/693U15CneN/bMo7tsDNbjkLmS944	T15AC5236A73865CFDF933D238C843A61AE9B134175720CB1F1BB9466A0F236E4853E716	026066655d757575\|z
5	2022042215/2022042215_40	6	4eb18df9665085f1410fb47c1045963874737482e6417d40acef3744f6d43e63	Win32 EXE	189952	2018	11	57	16	4	650c8ba8830c42b07f779649ffebdc1c	68ea0f7df936c16ae8415db05b601ef3795b3556	545913b02540c4fc3cb3287f3ea32dbb3fde6ce24468e9a42a3c16a5b8f779de	c787614cf3511f892b6fe9842d9de9df	NaN	NaN	dabb669163cc68992fe4badf1c8bd72a	196608	KTM+jCEkj8csr09IA2VVsCx2nx11tNBD+nWrqufezv5	Kks11YNBKnW2uGzR	T18296D001B752C171EA91017115BAAF7A897DDE204B318DC7A3C43F7999322D22B3BB79	096046655d1570f016z687z11z11z2023zbfz
6	2022042215/2022042215_40	7	6362a280bdd51cc7c11714b8b3e39568c1b2b3140ddc075767d1d8f7842cdafd	Win32 EXE	0	0	39	29	0	1	1eeb67097f9156c5bee9494428646e69	0e3615e47e49bfb8ac670d5516107b7861bc177a	5f7e00ea04be34d1f921281c21b5449491df5c4c5056d7db49f5eacd85256c10	NaN	NaN	NaN	NaN	6144	GjT5Zh17eWxoG/+ov/2OIQ4wW3OBsCeAW5WFY9hqibNh	GRZ+IoG/n9IQxW3OBsegvqibNh	T1FF74AE02BAC154B1D1B11E310938A76069797C221F78CEDFB3D46AAEDA754C0E731BA7	03501d6"z
7	2022042215/2022042215_40	8	83c8ae8f79a24f8e8877428a5baf3ad0ae5ead1479df70977806b59147a90bba	Win32 DLL	0	0	0	67	6	2	bcfcff7e0b0a585012daa9adfa2036e3	8c0cbb9c1900aa15bcf8ca7ee53257cf9c4e7360	9fe2ef0ecb593e8d8df0be7b15c442ea128d3f2e5a29a4cf2f385ed26371f441	NaN	NaN	NaN	8f9ae04d91782c6d48d06c17b56b1bde	384	D1FVl1e55tykEB0beNRZ/35JAd4OB7hGhWw7Wz	Y5HeLZ/HOUg	T12D42901223FE5119F5F73BB86AB616764B3BBCA1E979D70C1254121E0EA3E408D60B37	114025151"z
8	2022042215/2022042215_40	9	2c2b4bdcc3642a653e5fab2f547f235b804ccdbb9294af2b894856b5ab9b6ec2	Win32 EXE	4007424	2022	0	68	2	5	51f863760a3401b07e6a0a8a1a65af29	487ee88b28452cc744d53b10fe625e57f949585e	16348b8cefe12858c1d61aa9f6ea7aa4cd8c498bca490718c50d55934f775671	eac281087025252dfc800d47e7c6082b	NaN	NaN	c65b8ad2877a9e0bd5f90786fc395db6	98304	ZFuZdQ2CSl5ytf2at4IOe7U/YVOodNnRhb7IZezB	7uXb+fbv/fd9Rhb7IZet	T169368D01F68B20F9DD4F92B1722FB73FA76C0A095B605DDBD3C0AC1AA5226D3253651E	056056656d55156068z56wz26z
9	2022042215/2022042215_40	10	cec5415efe7078e2e93159a10a772103b3f830afa46ee364168410dd2a8d2460	Win32 DLL	9216	2022	0	67	1	5	672c2542b4ab6c4322a72c3d1eefa3f3	94262fa24f89b289ae6605379cd609943eca7c4a	f7a870d6b61c1b4f786fe23a32d36f6cc0c01688783056cc054377c80d675891	df8271fe1bcbbf14966990e4c786d00a	NaN	NaN	c411cf10d5c63facfb9dd2f96ee9cca1	384	oG8JfwLrlrmT99I+1+RicjKZKWiSWe1dObhPV5igQdSbJH	FyR9I+YRicwKxS9dObhdXQdS	T1D7A20752FC82C4F2E5156235153FA377113A993107B702C377EB8D3D69A22E6A93F12A	124056655d15555az1$z1502a

Last rows

	filename	win_count	authentihash	filetype	codesize	timestamp	malicious	undetected	resources_len	sections_len	file_md5	sha1	sha256	imp_hash	icon_dhash	icon_raw_md5	header_hash	ssdeep_blocksize	ssdeep_hash1	ssdeep_hash2	tlsh	vhash
1061141	2022042404/2022042404_41	374936	d49725f4c01a924668f1421b1af57ccc14c7ca05ee362b14a882ad2ba7ac9f91	Win32 EXE	512	0	44	22	2	3	5801d804fc32fb8b341c722aa519c0be	a2c893b9ba6a9789bd598fd6623abfb1c5aa5e90	5c3ec6d06d2d7bfb376c9437e684bb228fed7af3ea320a4d55dd43b8e88bffdc	c4998075f1324ce0f644f12a548d76b1	NaN	NaN	NaN	6291456	Mjd+jd4jd9jddjdUjnjd+jd4jd9jddjdUjIjd+jd4jd9jddjdUjH	w8qTjuj8qTjuc8qTjuH	T11DC81271927CC173F53E82B15E9D9675A4F9ADE00A32E90AB7E03D6C4E36160373235A	02803f1d7d1038z2az1bz31z1bz
1061142	2022042404/2022042404_41	374937	2f50bb09fd0e299f629a6609bd256fd130ff6b1d505f3d8a047f1173779af05f	Win32 EXE	51712	1992	58	11	4	3	8dcc02c475bbc7b3e4c70721bb33f20d	2be9393a5f97ddb23c9c5c26de268a84c9da7199	523c48334f5e7b95233beb58293edc142bd757284c1ff3d9e7a75c463ae15193	f7d7aebc53da63d60a50b5993b57877a	NaN	NaN	NaN	768	+fuSjFkS+Y1HD1mdZKH7TC1y7T4DewOFqvCA027eqfwqgPHs7Dwr8888yNhPyMGP	kxnhmuHsywOK6AwqmHYhPyMyrcDLIvd	T19553F19FB19D41B9C900E038409F34BA0DF26D1B1008BB89F7F52BE75AF5B05ABA9571	06403f7f6d1019z29z1bz1fz
1061143	2022042404/2022042404_41	374938	ad47d9a84772fb8a74bba90b08e55f061118e90a40b9c644a08b62b71657145c	Win64 DLL	0	2006	0	66	3	1	d4a3f0fffc1e3dc7663fb1aa9a39bc32	c36c41de09eee7d39cc685c113069a53d9c1884e	ff1ad88178ff4a1ca247833a8a03fde6d664afbfd1efe2ea878dd65c738c3836	NaN	NaN	NaN	4d5670ba85edb0d1a2e99232b8223362	48	K0olg95QpnQ3QtmOhZWyHXuSe3CGanTmQ5WwuCs	vhMn4OvWaXu13CGaTjWwup	T10251230D5AFB0626F0E30F3086E60AD15BBEBC1379E2A62FCF00111D289454888A1FB2	1230151"z
1061144	2022042404/2022042404_41	374939	9d27ea2ac5bcf138c0691a20c1ed5f86a9f876a4adbe4814d35c1f7737fb2d34	Win32 EXE	196608	1992	58	11	9	4	a2c2ed04b857b77da6313e552b975b92	ac6ffc4549355d38681a1fc2d521163b147bc69e	fd0be63549814f948f9a1972e3cf40fec97061afd027a84ed22c3d6d272489ea	700e5c09ef1924c7531712f6fe894f1c	NaN	NaN	NaN	6144	c08p9uIVlfV3p2QZDyzdYwg92krimolrjzKgga5fD+tKXz7+GdQ6ee+LaP/pn0sm	g9TbflpFNpl76ee+LaP/9ToBKQph	T154E4D83EF4D08F76C0CA377958DE0B50F7BA414E8B57276A02D8A5307DCA3981E6929D	06504e5f5d1d1038z2a9z3bz4fz
1061145	2022042404/2022042404_41	374940	89f90c8a385b1bcaafd6d03a87a3c8af69ef6bd3c7e13a39f0d8e79357d46c11	Win32 EXE	106496	2008	55	14	8	3	e3902a81d062cf1f78b5b77fa484cb3e	2af59b138c753ba3ed1e072bd85dc3f4b3e538e6	b02ba736d996add592cd4e4c2a51322759502383546a6cfa1f3c24caee5da14c	6d5d84d2f024a2d1307b9d8c6b474103	NaN	NaN	4b4293436909365b5e47e83b7c138034	393216	suoduoTuNuoduoTu4uoduoTuNuoduoTu4uoduoTuNuoduoTu4uoduoTuNuoduoT3	0	T1B0370722F720981AF581C0B47518E6BA79592D321541EC07FB82BFA63974AD7F4F4B0B	0270365d051)z683z
1061146	2022042404/2022042404_41	374941	1bc0c21c8c365c399fd33cf293f06c174272e777bdf9094d9cd686ca17c678fd	Win64 EXE	184320	2022	0	68	4	6	47911004670a0be8b7ecac16b1bf2f6b	537dbd915e233ad379718f7b3057ff6d03706d84	78bfa28a414ff4c884f9a506efa467a8f8903b373d202a33c7c7ed50c1cb2279	73effd46557538d5fa5561eee3ffc59c	NaN	NaN	cc89e54dc66a5f6ee88d58234c078e9b	49152	rLhP/1MdojxkkNmQJJO2d4KRg5wnF0hc0Ese2	rtP/Kot1NmCO2GKRg5wnFJtsZ	T11075126AB7A60CF5ECA7D23DCC418646EE713C061720DBAF03B44A6A1F136949E3D761	016066655d15157501b8z5d3z87z1pz
1061147	2022042404/2022042404_41	374942	4de8fae6dd99cbe8131f6109a56cb24bf63e381dd97934aaa27da3abdb18cdab	Win32 EXE	0	2033	40	29	0	1	cfd42f661aec9fa5e5ef5a52905abd67	121c172b8ec6facf9535a060cba34b92f4994cc5	65761bd127c964f3f538a0d5149e26e71a584effce1fb291bd0b1e40bc373bbc	NaN	NaN	NaN	NaN	24576	Y/KhdD4BEKKYJkwrsrIZmDzrRoNk7BZpI	Y/uqYcMzrRokpI	T147057C0173E44036F5B31A794A7996359779BE211B21C6CF2390AA1E2FB27C1ED34B27	0850166"z
1061148	2022042404/2022042404_41	374943	db75700e208698f350ac3a06258be2727abaf3e848a747082829d5560e9100a9	Win32 EXE	53248	2010	53	16	5	3	066e974a920770083f6c7e9cb0625d99	700fee3355275cd75c78290ce433368120c96f7b	0bfeeae22cfadc047b8ac2aaa9c2995e6b0a835b7d5f1467e2ffe2dd0bd7f06b	a56705099ec07c676809955bdcce8d09	NaN	NaN	cfa14d932599a86407a6162cc2d261fa	1536	LgrIB3gXkfyWjZRwp6/OrCF/w12TItl+zEa4YP	6IGXCZRwpiOY/w12TSvan	T1D253F9FDB986840BE809267A7A1BC6C225273C5D0B874697B7A07B7F4C30D60DE96713	0640365d051bz1yz263z
1061149	2022042404/2022042404_41	374944	2be690571675b4608f42c68925d683a9af8b62804e01fa4db2035b90dbf0f9b3	Win32 EXE	8192	2011	53	16	2	4	7d1f3cfae0ad30dd306a474bafbe7041	4be8fdaa1716506e63e9f9c5beae01094dd8a443	f2d856bba345721c3bff31e30f476e08f0af56dd209953e59d7abf5c54bc6816	8abecba2211e61763c4c9ffcaa13369e	NaN	NaN	4d713ec4bf35d116556f22794429e3fd	12288	vvbxYX77wedhRuuRxnSfu1DW+Dfhg0cvd5JIDvTJw1T	uwS/7SfqDJnidcDvTK1T	T1EEF4B438BFAEBEBCDB27583BC7E92D8EF6B750C5C510066002D8840DA66586F9717718	075046151d155az131afz23z2fz
1061150	2022042404/2022042404_41	374945	65b5814ced015383075ef163c04a40104b45d070be71dc7731b2c900c7c5696f	Win64 EXE	201216	2022	0	69	59	7	62271792e7cb27460fd0bad9c7191ca7	0366a711e7ef4d56d823473bf64b139e2ed4aef9	4eedbe319f6041002d9ae9420363b91d0aa264ee1fdf2b380e9fccc196d7ed7f	4c4ecd9ff868f9418a5eb6affb43c30c	NaN	NaN	68facbb6f7dd0d8c1a33e61a7bce10aa	3072	SKUuC7V7PKNzopjRtij8Zg0H4D8ESqY815tX97ZWu3kaocuZhpX+7	SKUX9KNCRQnDRlVX970yo7S	T19D741916AE5408E4D5AB9179C95EB904E5B17FF5036192CF12B0BE1E3F3B5E2AD3A300	035076655d555d15151148z3c3z37z51z13z16z264z4

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Connector Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Lowercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category